Building AI that does useful work.
I’m Aaron, CTO and co-founder of Tedix. I build private intelligence for companies, explore what MCP makes possible, and share what I learn along the way.
Where I spend my energy
Private intelligence.
Digital workers that bring a company’s tools, knowledge and ways of working together.
Better, together.
Learning with the Berlin MCP community through meetups, hackathons and honest conversations.
Ideas worth sharing.
Practical talks on MCP, autonomous AI and useful workflows.
Notes from the field
Tools connect. Skills make work happen.
Why connecting an agent to your tools is only the beginning.
What a robot arm taught me about agents
A hackathon lesson about turning human know-how into useful work.
GEO is a workflow question
Connecting data, expertise and action in a world of AI discovery.
On stage & in the room
Skills over MCP
MCP Connect · Berlin. Operational knowledge, digital workers and the gap between tool access and useful work.
From AI potential to agentic workflows
idealo · 1 July 2026. With Adriana Carmona: finding use cases companies can actually implement.
Let’s build something useful.
Working on AI, bringing builders together, or planning an event?
The language notebook
Learn German
Practical lessons from my original German-learning blog.